Comments (4)
@aleksei-kashapov, @AlexKoff88
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@vanyalzr Could you please give me some suggestions? Thanks.
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I compress a pointrend model based on mmdet-2.3.0(commit id: 7ab8f44 ) with nncf patch, the same error occurs, could you please give me a direction? @aleksei-kashapov
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Hi @adamantboy,
Unfortunately the ONNX export in the original mmdetection repo is still limited in terms of the scope of exportable models. You can try to export the model to ONNX using our mmdetection fork.
The export script is located in tools/export.py
and the corresponding config for INT8-quantized PointRend model is in configs/nncf_compression/point_rend/point_rend_r50_caffe_fpn_mstrain_1x_coco_int8.py
. You can specify your compressed .pth checkpoint to loaded in the config script and export it to ONNX using the export.py
script:
python tools/export.py configs/nncf_compression/point_rend/point_rend_r50_caffe_fpn_mstrain_1x_coco_int8.py /path/to/your/checkpoint/ ./ onnx
.
cc @aleksei-kashapov
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Related Issues (20)
- [Good First Issue][NNCF]: Add tests for torch device utils HOT 5
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- ov.compile_model(quantized_model, device_name="GPU") is not working HOT 5
- [Good First Issue][NNCF][TorchFX]: Test model transformer HOT 10
- [Good First Issue][NNCF][TorchFX]: Test statistic aggregator HOT 5
- [TorchFX] TorchFX metatypes support HOT 2
- DeformConv2d Cannot be Quantized HOT 1
- [NNCF][TorchFX]: Test Fast Bias Correction algorithm HOT 2
- test_autoq_precision_init Fails due to connection timeout HOT 1
- Failed to export NNCF QAT model for Ultralytics YOLOv8 HOT 5
- [Good First Issue][NNCF]: [TorchFX] Test MinMax algorithm HOT 3
- [Good First Issue][NNCF]: [TorchFX] Test PTQ MinMax parameters HOT 4
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